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1-s2.0-S0925753510002559-main.pdf

于 2013-07-31 发布 文件大小:572KB
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  I WANT SOURCE CODE FOR IMAGE SEGMENTATION

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  • m11
    混合高斯(Mixture of Gaussian, MOG) 背景建模算法和Codebook 背景建模算法被广泛应用于监控视频的运动目标检测问题, 但混合高斯的球体模型通常假设RGB 三个分量是独立的, Codebook 的圆柱体模型假设背景像素值在圆柱体内均匀分布且背景亮度值变化方向指向坐标原点, 这些假设使得模型对背景的描述能力下降. 本文提出了一种椭球体背景模型, 该模型克服了混合高斯球体模型和Codebook 圆柱体模型假设的局限性, 同时利用主成分分析(Principal components analysis, PCA) 方法来刻画椭球体背景模型, 提出了一种基于主成分分析的Codebook 背景建模算法. 实验表明, 本文算法不仅能够更准确地描述背景像素值在RGB 空间中的分布特征, 而且具有良好的鲁棒性.(The background modeling algorithm of mixture of Gaussian (MOG) and codebook is widely used in moving object detection of surveillance video. However, the ball model of MOG usually assumes that the three components of RGB are independent, while the cylinder model of codebook assumes that the value of background pixel is distributed uniformly within the cylinder and the changing direction of brightness points to the origin of the coordinate system. These assumptions reduce the descriptive capability for background modeling. Therefore, the paper proposes an ellipsoid- based background model, which overcomes the MOG and codebook0s limitations. By using principal component analysis to depict the ellipsoid background model, a novel PCA-based codebook background modeling algorithm is proposed. Experiments show that this algorithm can not only give more accurate description of the distribution of background pixels but also have a better robustness.)
    2014-04-15 11:11:55下载
    积分:1
  • dctembed
    先对图像进行DCT变化再进行水印嵌入,用于图像加密,保护版权,在版权保护方面有较大的用途。(Digital Watermarking DCTembed)
    2010-11-04 22:33:42下载
    积分:1
  • laplace
    说明:  用opencv编写的视频捕捉以及边缘提取的程序,调试成功,另附调试用的avi视频,希望对大家有所帮助(Opencv prepared with video capture as well as the procedures for edge detection, debugging success, followed by the avi debug video, hope to help everyone)
    2008-09-04 20:10:07下载
    积分:1
  • process
    该程序可以对图像进行二值化处理,提取边缘点坐标。(The program can be two-valued image processing, extraction of the edge point coordinates.)
    2020-07-08 11:28:57下载
    积分:1
  • OpenSURF_matlab
    SURF 图像特征点快速提取法还有描述,可用于迅速匹配两张图片中的特征点(SURF image feature points extraction method also described fast, can be used to quickly match the image feature points in the two)
    2014-03-28 01:08:21下载
    积分:1
  • SAR_geo_correction
    距离模型、多普勒模拟、地球模型、的雷达图像几何校正 (Radar image geometric correction)
    2011-08-03 07:56:26下载
    积分:1
  • Pinjie
    图像拼接,用于合成全景图像,VC++开发环境,C++实现。(Image Stitching)
    2012-11-21 12:13:40下载
    积分:1
  • opencvhello_matlab
    说明:  opencv入门程序,使用opencv模式读取图像并显示,在vs环境下调用matlab进行图像读取和显示(opencv entry procedures, read the image using opencv mode and display, in the vs environment, call matlab to read and display the image)
    2021-02-23 11:39:40下载
    积分:1
  • Thinit
    一个很不错的指纹分析算法源代码,可以从采集的指纹图片中进行二次黑白化,平滑图像处理。可以对指纹图像特征信息提取,比对,以轮廓显示以及色彩覆膜特显等技术算法。主要的分析速度很快,值得学习的算法。要在指纹信息处理中比较不错,本站隆重推荐。(A very good fingerprint analysis algorithm source code, from the collection of fingerprint images, the second black and white, smooth image processing. Fingerprint image feature information extraction, compared to the contour display and color coated special significant technical algorithm. Analysis fast, it is worth learning algorithm. Fingerprint information processing site is highly recommended.)
    2012-08-10 14:55:22下载
    积分:1
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    对话框以及树控件的描述及应用,很值得初学者学习,代码可以直接运行(Dialog boxes, and a description of the tree control and application, it is worth learning for beginners, the code can be run directly)
    2013-06-27 09:01:38下载
    积分:1
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